Platform

The safe-state layer for enterprise AI agents

Synthesized gives AI agents, migrations and tests a safe, production-faithful version of your business to act on: linked SAP, banking and document data and the system state around it, built inside your own environment, with no real personal data.

Definition

What is a safe-state layer?

A safe-state layer gives AI agents, tests and migrations a production-faithful version of the business to act on: the linked records, documents and system configuration of real systems such as SAP and core banking, without exposing production or personal data.

Agents don't just read data. They post invoices, update customer records and approve payments, so they change state. A safe-state layer lets them do that against realistic, resettable state inside the company's own boundary, so their behaviour can be tested and evidenced before they touch live systems.

It is not agent memory. Agent frameworks such as LangGraph keep an agent's own state: its checkpoints and traces. The safe-state layer holds the business state the agent acts on.

See the AI agent environments built on it →

How it works

Map, generate, deliver, keep evidence

Point Synthesized at SAP, databases and document stores. It works out what a scenario needs; masks, subsets and generates linked data and system state; and delivers it on demand to test runs, migrations and agent evaluations, with a log of every run.

Where the safe-state layer sits AI agents, test tools and migration programmes act on the Synthesized safe-state layer, which is built inside your boundary from SAP, core banking systems, databases and documents. They never touch production directly. AI agents Joule, Copilot Studio, custom bank agents Test and eval tools Tosca, UiPath, CI/CD, evaluation frameworks Migration programmes ECC to S/4HANA, upgrades, carve-outs SAFE, FAITHFUL STATE ON DEMAND SYNTHESIZED · THE SAFE-STATE LAYER 1 Map what a scenario needs 2 Mask, subset, generate linked across systems 3 Deliver to tests, migrations and evals 4 Keep evidence every run logged, repeatable NO REAL PERSONAL DATA · INSIDE YOUR BOUNDARY · THE SAME CUSTOMER IN EVERY TABLE, DOCUMENT AND SYSTEM READ ONCE, INSIDE YOUR BOUNDARY SAP S/4HANA, ECC, HANA Core banking and insurance systems Databases Oracle, SQL Server, Db2 Documents PDFs, emails, chats SYSTEMS OF RECORD STAY IN PRODUCTION. AGENTS AND TEST TOOLS ONLY EVER SEE THE SAFE LAYER.
Where the safe-state layer sits AI agentsJoule, Copilot Studio, custom bank agents Test and eval toolsTosca, UiPath, CI/CD, evaluation frameworks Migration programmesECC to S/4HANA, upgrades, carve-outs SAFE STATE ON DEMAND SYNTHESIZED · THE SAFE-STATE LAYER 1 Mapwhat a scenario needs 2 Mask, subset, generatelinked across systems 3 Deliverto tests, migrations and evals 4 Keep evidenceevery run logged, repeatable READ IN YOUR BOUNDARY SAPS/4HANA, ECC, HANA Core bankingand insurance systems DatabasesOracle, SQL Server, Db2 DocumentsPDFs, emails, chats SYSTEMS OF RECORD STAY IN PRODUCTION.AGENTS ONLY EVER SEE THE SAFE LAYER.

How it differs

Not an eval framework, not a sandbox, not just test data

Evaluation frameworks

Score what an agent says or does. Their results only mean something if the data underneath is realistic. Synthesized supplies that data and works alongside the framework you already use.

Agent sandboxes

Isolate the code an agent runs so it can't damage the host. They don't supply the customers, orders and documents the agent has to act on.

Classic test data management

Copies, masks or subsets databases for QA releases. Synthesized does that too, and adds linked documents, system state and on-demand scenarios for agents.

The safe-state layer

Linked, production-faithful records, documents and system state, built inside your boundary, reset for every run and logged as evidence.

Three jobs, one layer

Start with the job you already have

  • Migrate: S/4HANA without full system copies

    Lean, masked test data for S/4HANA, ECC and the systems around them. Available on the SAP Store.

    S/4HANA migration →
  • Test: Every release, documents included

    Masked, consistent data refreshed from CI/CD for Tosca, UiPath and your pipelines.

    Test data management →
  • Validate agents: A safe world to act in

    The Test Data Agent builds the records, documents and system state each agent scenario needs, on demand, with no real personal data.

    Test Data Agent →
THE SAFE-STATE LAYER

One engine, one set of masking rules and one evidence log for all three jobs.

80% less time to provision test data

Deutsche Bank gave its teams immediate access to safe, production-like data.

Read the Deutsche Bank story →

Selected by the European Commission

Chosen through a public tender, after testing by its Joint Research Centre.

Read the European Commission story →

Questions

Questions about the safe-state layer

What is a safe-state layer?

The part of an enterprise AI stack that gives agents, tests and migrations a production-faithful version of the business to act on, without exposing production or personal data.

Does production data leave our environment?

No. Synthesized runs on-premises, in your private cloud or in your own cloud tenant, under your existing identity, network and security controls.

Does it replace our test tools or eval framework?

No. It supplies the data and system state underneath them. Tosca, UiPath, CI/CD pipelines and evaluation frameworks trigger it through APIs.

Which systems does it cover?

SAP S/4HANA, ECC and HANA; core banking and insurance systems; Oracle, SQL Server, Db2, PostgreSQL and Salesforce; and PDFs, emails and chats.

Start with one scenario

Pick the job in front of you and see it work on your own systems first.